Fold 0 - Understanding why coefficient 5 was selected
Tag: BUNDLE
Selected Coefficient: 5
Taxonomy Path: 5
Taxonomy Name:
Products with this tag: 23
Unique residual values tried: 8
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| 5 | 15.000000 | 5 | 5 (5) | Yes | |
| 0 | 17.000002 | 0 | 0 (0) | No | |
| 48030108 | 17.000009 | 0.0.0.1.1 | 1.1.0.0.0 (47458321 + 571787) | No | |
| 138042 | 18.000145 | 13.3.20 | 20.3.13 (20*83^2 + 3*83 + 13) | No | |
| 1729401 | 18.000581 | 13.3.2.3 | 3.2.3.13 (3*83^3 + 2*83^2 + 3*83 + 13) | Health & Beauty > Personal Care > Cosmetics > Cosmetic Sets | No |
| -1364214 | 21.000000 | -26.2.32.2 | -2.32.2.26 (-(2*83^3 + 32*83^2 + 2*83 + 26)) | No | |
| 19303065 | 22.000000 | 4.1.63.33 | 33.63.1.4 (33*83^3 + 63*83^2 + 83 + 4) | No | |
| 97314369 | 22.000000 | 23.4.16.4.2 | 2.4.16.4.23 (2*83^4 + 4*83^3 + 16*83^2 + 4*83 + 23) | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts | No |
These are the training products that have the "BUNDLE" tag (processing sequence 5296). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 17763 | Bash Guard & Prism Strip Kit | 97314369 | Sporting Goods > Outdoor Recreation > Skateboarding > Skateboard Parts > Skateboard Small Parts | none | 97314364 | KT, LED, TRUCK PARTS COLLECTION | |
| 17967 | Evolve/ABEC 107mm Street Wheels | 48030108 | KTST | 48030103 | STREET XMAS | ||
| 3764 | Ceramic Flowers Set of 3 - San Diego | 19303065 | COLOR_PURPLE, COLOR_GREEN, PRICE_$100 AND UP, FEATURE_DECORATIVE | 19303060 | none | ||
| 7922 | Short & Sweet Magnetic Lash Kit | 1729401 | Health & Beauty > Personal Care > Cosmetics > Cosmetic Sets | none | 1729396 | none | |
| 31172 | Body Butter Sampler | 138042 | none | 138037 | none | ||
| 10042 | His Favorites | 138042 | none | 138037 | EYE CARE | ||
| 10044 | Complete Eye Care | 138042 | none | 138037 | EYE CARE | ||
| 10046 | Anti-Aging Super Heroes | 138042 | none | 138037 | none | ||
| 17844 | Ltd Offer Kickstart Bundle | 5 | none | 0 | none | ||
| 17940 | All Terrain Conversion Kit (175mm / 7inch with 66T) | 5 | none | 0 | KT, STREET XMAS | ||
| 10045 | Body Beautiful | 5 | none | 0 | BODY CARE | ||
| 19735 | Calming Essentials Bundle | 5 | none | 0 | none | ||
| 19969 | Tick Bundle | 5 | none | 0 | none | ||
| 21843 | Total Research Publications Package Bundle 2022 | 5 | none | 0 | none | ||
| 24280 | Scandinavian Wood Floor System - Diamond Oil Active | 5 | none | 0 | none | ||
| 6481 | Beauty On The Go | 5 | none | 0 | none | ||
| 21810 | 2024 VIP Bundle | 0 | FINANCIAL PERFORMANCE, VIP | -5 | VALUATION, SALARY | ||
| 21962 | 2022 VIP Bundle (Value, Income, Profit) | 0 | FINANCIAL PERFORMANCE, VIP | -5 | VALUATION, SALARY | ||
| 17976 | Street Drive Gears | 0 | KTST | -5 | STREET XMAS | ||
| 19477 | Loop Yellow Hanging Planter | 0 | PLANTER | -5 | none | ||
| 19493 | Eco Spa Wall Planter | 0 | PLANTER | -5 | none | ||
| 19731 | Buhner-Pan Kit | -1364214 | BUHNER, RHODIOLA, RED SAGE | -1364219 | CINNAMON | ||
| 19732 | Buhner-Pan Kit GLYCERITES | -1364214 | RHODIOLA, KIDS PAGE, RED SAGE | -1364219 | CINNAMON |